Intelligent Translator and AI Chatbot – BlueSoft delivers innovative AI tools for Rezon Bio

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Challenge

In a world where every bit of knowledge can lead to a therapeutic breakthrough, Rezon Bio (formerly Polpharma Biologics) plays the role not only of a biopharmaceutical manufacturer but also of an innovator. The company operates in one of the most demanding environments – highly regulated, international, and data-driven. To meet these challenges, Rezon Bio continuously invests in technologies that enhance safety, operational efficiency, and process quality – from research laboratories to business operations.

Scientific, operational, and administrative teams at Rezon Bio work every day with a vast number of documents, procedures, reports, and data – often scattered across multiple systems and locations. In such a complex environment, access to knowledge becomes a critical factor of efficiency, and time – a truly priceless asset. The company faced a fundamental question: How can we provide employees with fast, secure, and intuitive access to internal knowledge – without searching through thousands of files?

Key challenges included:

  • Knowledge dispersed across multiple SharePoint sites and internal repositories, making it difficult to find the right information quickly.
  • Time-consuming manual searches and fragmented access to data.
  • Lack of an interactive tool supporting natural, context-based information retrieval.
  • The need to standardize internal knowledge and improve onboarding efficiency.
  • Difficulties in translating complex, specialized documents while preserving formatting, layout, and domain-specific terminology.

Rezon Bio needed solutions that would simplify access to knowledge and enable teams to work efficiently – regardless of language, format, or location. The goal was clear: boost productivity and turn AI technology into measurable business value.

Solution

The first step in addressing these challenges was the implementation of AI Translator – a tool that revolutionized the way employees work with multilingual documentation.  In a highly specialized environment, the ability to automatically translate Word, PDF, Excel, and PowerPoint files from any language into any other, while maintaining the original formatting and structure, proved to be a breakthrough. The addition of a company-specific terminology dictionary ensured precise and consistent translations, eliminating the need for manual edits. Building on this success, BlueSoft developed the next key element – Martachat, an AI chatbot that allows employees to interact directly with the company’s knowledge base.

The tool operates in two modes:

  • General AI mode – enables real-time document analysis, content generation, summaries, and message responses.
  • Internal AI mode – allows users to search through an automatically updated database of over 4,500 SharePoint documents, asking questions in natural language and receiving precise answers based on verified content.

Key features include:

  • Contextual search with source preview,
  • Image recognition (with optional text interpretation),
  • Topic tags (e.g., HR, Marketing, Operations) for easier filtering,
  • Automated document indexing updated daily,
  • Custom query templates for repetitive tasks such as CV analysis, email summaries, or presentation drafts,
  • Full visual alignment with Rezon Bio’s branding – including logo, color scheme, and UI design.

Together, AI Translator and Martachat form a unified AI ecosystem that enhances knowledge accessibility, accelerates daily operations, and empowers Rezon Bio teams to work smarter and faster.

Project timeline

The implementation was completed in structured phases – from initial design to full production rollout – in just four months:

  • Month 1: Preparation phase – needs analysis, architecture design, and selection of AI components.
  • Month 2: Deployment of AI Translator – enabling instant document translation while preserving structure and formatting.
  • Months 3-5: Development and launch of Martachat in two operating modes – general and integrated with the company knowledge base.

Within four months, Rezon Bio gained access to two fully operational, secure, and scalable AI tools – ready for further expansion in line with the company’s growth strategy.

Results

The implementation of BlueSoft’s AI solutions has significantly transformed the way Rezon Bio teams manage information – improving both access to knowledge and efficiency of daily operations. The new tools quickly became an integral part of employees’ workflows, streamlining processes that previously required substantial manual effort.

Key outcomes:

  • Strong adoption and daily use – over 500 active users, more than 4,700 chat sessions, and 38,000 exchanged messages. On peak days, Martachat handles nearly 1,000 messages, demonstrating its growing importance in everyday work.
  • AI Translator as an operational enabler – over 500 translated documents and over 15000 text translations, totaling nearly 30 million processed characters. The tool is used hundreds of times per day, automating translation of reports, procedures, and presentations without losing formatting or context.
  • Knowledge search efficiency – Martachat reduces the time spent searching for information by several dozen percent, replacing manual lookups with intuitive natural-language queries.
  • Higher autonomy and productivity – employees across operations, HR, and administration can now obtain verified answers independently, without additional support.
  • Always up-to-date knowledge – daily indexing of documents ensures responses are based on the most current company data.
  • Scalability and future readiness – the solution architecture allows easy integration of new data sources and expansion with upcoming modules, such as legal document analysis.
  • Compliance and security – both tools run in a secure Microsoft Azure environment, ensuring full compliance with internal IT and data protection policies.

The initiative has been recognized as one of the most impactful digital achievements at Rezon Bio – a project that not only improved day-to-day efficiency but also marked the beginning of AI democratization within the organization. Employees are now encouraged to explore AI tools, experiment, and co-create new ideas that further enhance innovation.

The AI ecosystem built in partnership with BlueSoft – grounded in robust architecture, security, and flexibility – now serves as a solid foundation for future AI-driven innovation at Rezon Bio.

Client’s view

“Our collaboration with BlueSoft allowed us not only to implement two highly practical tools – AI Translator and Martachat – but also to build a strong, long-term technology partnership.

The BlueSoft team truly understood our needs and the environment we operate in. The solutions developed together now make a real difference – simplifying access to knowledge, saving time, and supporting the ongoing digital evolution of our organization.”

Michał Szafranko Head of IT Governance, Risk & Compliance at Rezon Bio

Technologies

Key technologies used in the project:

  • Azure AI Services (AI Translator, OpenAI LLM models, embedding models) including OpenAI GPT-4, GPT-4o, GPT-4.1
  • Azure Cognitive Search (Azure AI Search, Indexes)
  • Azure Logic Apps
  • Microsoft SharePoint
  • Azure Storage
  • Monitoring and analytics tools such as LangFuse and Grafana

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